Dean Martin portrays a narrator who is utterly smitten with a woman named Susie. He exclaims, “If you knew Susie like I know Susie, Oh, oh, oh, what a girl!” highlighting his fascination with her charm and appeal. The song’s lyrics playfully describe Susie as a classy and attractive lady with a “holy Moses! What a chassis!”